نتایج جستجو برای: fuzzy support vector machines

تعداد نتایج: 941948  

Journal: :International Journal of Emerging Trends in Engineering Research 2020

Journal: :Transactions of the Society of Instrument and Control Engineers 2003

Journal: :Journal of the Korean Data and Information Science Society 2013

Journal: :Applied Computational Intelligence and Soft Computing 2015

Journal: :Machine Learning 2021

Twin support vector machines (TWSVMs) have been shown to be effective classifiers for a range of pattern classification tasks. However, the TWSVM formulation suffers from shortcomings: (i) uses hinge loss function which renders it sensitive dataset outliers (noise sensitivity). (ii) It requires matrix inversion calculation in Wolfe-dual is intractable datasets with large numbers features/sample...

2013
Tzu-Chao Lin

This paper presents a novel decision-based fuzzy filter based on support vector machines and Dempster-Shafer evidence theory for effective noise suppression and detail preservation. The proposed filter uses an SVM impulse detector to judge whether an input pixel is noisy. Sources of evidence are extracted, and then the fusion of evidence based on the evidence theory provides a feature vector th...

Journal: :IEICE Transactions on Information and Systems 2015

نمودار تعداد نتایج جستجو در هر سال

با کلیک روی نمودار نتایج را به سال انتشار فیلتر کنید